Professional Overview
Hi, I’m Alex — a machine learning researcher, consultant, and applied mathematician. I specialize in using deep learning, optimization, and physics-informed modeling to solve real-world problems in science, engineering, and finance. If you’re looking for help building intelligent systems, designing custom ML models, or tackling hard technical challenges with modern AI, I’d love to talk.I offer consulting services for companies and research teams that need:Deep learning and generative modeling expertisePhysics-informed machine learningHigh-dimensional data modeling (remote sensing, medical imaging, etc.)Recommendation systems such as the Two-Tower model, etcOptimization, optimal transport, or control methods Whether you're building a prototype, scaling a production ML system, or looking for someone to bridge theory and practice in a difficult domain — I'm available for short- or long-term engagements.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
Data Science & Analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
